The Bulletin of The Korean Astronomical Society (천문학회보)
- Volume 45 Issue 1
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- Pages.50.1-50.1
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- 2020
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- 1226-2692(pISSN)
Reconstructing the cosmic density field based on the generative adversarial network.
Abstract
In this topic, I will introduce a recent work on reconstructing the cosmic density field based on the GAN. I will show the performance of the GAN compared to the traditional Unet architecture. I'd also like to discuss a 3-channels-based 2D datasets for the training to recover the 3D density field. Finally, I will present some performance tests based on the test datasets.
Keywords